{"id":12465,"date":"2026-02-03T11:45:00","date_gmt":"2026-02-03T10:45:00","guid":{"rendered":"https:\/\/icrop.com\/?p=12465"},"modified":"2025-12-16T11:45:07","modified_gmt":"2025-12-16T10:45:07","slug":"what-ai-is-already-doing-for-agriculture-today-and-how-your-role-will-change-tomorrow","status":"publish","type":"post","link":"https:\/\/icrop.com\/en\/what-ai-is-already-doing-for-agriculture-today-and-how-your-role-will-change-tomorrow\/","title":{"rendered":"What AI is already doing for agriculture today &#8211; and how your role will change tomorrow"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"12465\" class=\"elementor elementor-12465 elementor-12317\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c507e6e e-con-full e-flex e-con e-child\" data-id=\"c507e6e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-adb2756 e-con-full e-flex e-con e-child\" data-id=\"adb2756\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-984d27e e-con-full e-flex e-con e-child\" data-id=\"984d27e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6816cab elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"6816cab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What AI is already doing for agriculture today - and how your role will change tomorrow<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2815d5b elementor-widget elementor-widget-heading\" data-id=\"2815d5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">And how will that change the role of the grower and advisor soon?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9a6887b e-con-full e-flex e-con e-child\" data-id=\"9a6887b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f928649 e-con-full e-flex e-con e-child\" data-id=\"f928649\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60a6660 elementor-align-left elementor-widget elementor-widget-post-info\" data-id=\"60a6660\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-fde9fb9 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/icrop.com\/en\/2026\/02\/03\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>February 3, 2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8b518a2 e-con-full e-flex e-con e-child\" data-id=\"8b518a2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b17426b elementor-widget elementor-widget-heading\" data-id=\"b17426b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Artificial intelligence (AI) is no longer something of later; it is happening now. In agriculture, the first concrete applications are becoming visible: from disease detection to crop optimization and automatic reporting. Yet AI also raises questions: how reliable is it? When does it really add something? And how do you make sure it fits within the grower's and advisor's practice?    \nIn this final article of the knowledge series, we look at the role of AI in agriculture, now and soon.\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-98b5f5f e-con-full e-flex e-con e-child\" data-id=\"98b5f5f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52b46c3 elementor-widget elementor-widget-heading\" data-id=\"52b46c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">From experience to pattern recognition\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20271bd elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"20271bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400; font-size: 12pt;\">Many decisions in agriculture are based on experience. But AI makes it possible to systematically collect, recognize and apply that experience. Consider:  <\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-size: 12pt;\">Predicting disease pressure based on weather and observation data<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-size: 12pt;\">Generate advice based on similar growing conditions<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-size: 12pt;\">Smart notifications when something deviates from the normal growth course<\/span><\/li><\/ul><p> <\/p><p><span style=\"font-size: 12pt;\">This does not replace craftsmanship, but complements it. AI can see patterns where humans can&#8217;t (anymore), for example due to the amount of data, pace or variation. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-176bbac e-con-full e-flex e-con e-child\" data-id=\"176bbac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f748f18 elementor-widget elementor-widget-heading\" data-id=\"f748f18\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Examples to come<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-152403e elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"152403e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div data-equalizer=\"\" data-equalize-on=\"medium\" data-equalize-by-row=\"true\" data-resize=\"avgrcr-eq\" data-mutate=\"3yirpb-eq\" data-t=\"is9whw-t\"><div data-idx=\"\"><p><span style=\"font-weight: 400; font-size: 12pt;\">At AppsforAgri, we are working on several applications in which AI plays a supporting role. Think of: <\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 12pt;\"><b>Disease expectation within SmartFarm<\/b><span style=\"font-weight: 400;\">: AI algorithms combining future actual field data with historical information and crop stages to predict disease pressure even more accurately.<\/span><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 12pt;\"><b>Observation recognition in iCrop<\/b><span style=\"font-weight: 400;\">: in time, the system will suggest treatments or points of interest based on previous records and the crop plan.<\/span><\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 12pt;\"><b>Automatic reporting<\/b><span style=\"font-weight: 400;\">: AI will soon be able to generate standard reports based on field data, pesticide use and crop progress.<\/span><\/span><\/li><\/ul><p><span style=\"font-weight: 400; font-size: 12pt;\">The goal is not complete automation, but support that saves time, prevents errors and enables better choices.<\/span><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8947e6d e-con-full e-flex e-con e-child\" data-id=\"8947e6d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c02010 elementor-widget elementor-widget-heading\" data-id=\"1c02010\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Looking ahead: where are the opportunities?\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84bf3e2 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"84bf3e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400; font-size: 12pt;\">The greatest promise of AI is in combining data sources: weather, soil, resources, crop history, observations. By linking this information together, systems can: <\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-size: 12pt;\">Even better warning of risks<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-size: 12pt;\">Providing more personalized advice<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-size: 12pt;\">Automatically adjust plans to circumstances<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-size: 12pt;\">Smartly predicting how cultivation will develop<\/span><\/li><\/ul><p> <\/p><p><span style=\"font-weight: 400; font-size: 12pt;\">Value is also created at the chain level: AI can help improve traceability, quality assurance and reduce waste.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff04fac elementor-widget elementor-widget-heading\" data-id=\"ff04fac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Conditions for success\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6d27f3 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e6d27f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400; font-size: 12pt;\">AI only works if the basics are in order: good data, captured knowledge and cooperation between people and systems. Anyone who wants to apply AI must start with the basics: observe, structure and then automate. Well-organized data and collaboration are crucial and are at least as important a foundation as the technology itself.  <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a3c207 e-con-full e-flex e-con e-child\" data-id=\"4a3c207\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ecf6ae3 elementor-widget elementor-widget-heading\" data-id=\"ecf6ae3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Rounding out the series\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcc63cf elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"dcc63cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400; font-size: 12pt;\">Over the past few months, we have shown how growers, advisors and supply chain partners are working smarter together using digitization, field data and hands-on innovations.  <\/span><\/p><p><span style=\"font-weight: 400; font-size: 12pt;\">From plot registration to BOS, from standardization to SmartFarm and AI: more efficient growing starts with insight and working together to improve.<\/span><\/p><p><span style=\"font-weight: 400; font-size: 12pt;\">Also in 2026, AppsforAgri continues to contribute to a strong, future-oriented agriculture. Together with the sector.   <\/span><\/p><p><span style=\"font-weight: 400; font-size: 12pt;\">Would you like to get started with data-driven cultivation yourself, do you have questions about the applications in your situation, or would you like to explore together what digitization can do for your organization? Feel free to contact us, we are happy to think along with you. <\/span><\/p><p> <\/p><p><strong><span style=\"font-size: 12pt;\">Take the next step with AI in your cultivation strategy. Download our free white paper: <\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc9e3a6 elementor-tablet-align-center elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-align-center elementor-widget elementor-widget-button\" data-id=\"bc9e3a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-shrink\" href=\"https:\/\/icrop.com\/en\/ai-in-agriculture\/#download-wp-ai%20\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download the white 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href=\"https:\/\/icrop.com\/en\/de-start-van-het-teeltseizoen-waarom-overzicht-in-maart-cruciaal-is\/\" >\n\t\t\t\tThe start of the growing season: why overview in March is crucial\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/icrop.com\/en\/de-start-van-het-teeltseizoen-waarom-overzicht-in-maart-cruciaal-is\/\" aria-label=\"Read more about The start of the growing season: why overview in March is crucial\" tabindex=\"-1\" >\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-12465 post type-post status-publish format-standard has-post-thumbnail hentry category-blog-en tag-knowledge-article-top-crop-part-6\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/icrop.com\/en\/what-ai-is-already-doing-for-agriculture-today-and-how-your-role-will-change-tomorrow\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/icrop.com\/wp-content\/uploads\/2025\/07\/EN_Series-6-300x169.png\" class=\"attachment-medium size-medium wp-image-12433\" alt=\"\" srcset=\"https:\/\/icrop.com\/wp-content\/uploads\/2025\/07\/EN_Series-6-300x169.png 300w, https:\/\/icrop.com\/wp-content\/uploads\/2025\/07\/EN_Series-6.png 470w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/icrop.com\/en\/what-ai-is-already-doing-for-agriculture-today-and-how-your-role-will-change-tomorrow\/\" >\n\t\t\t\tWhat AI is already doing for agriculture today &#8211; and how your role will change tomorrow\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/icrop.com\/en\/what-ai-is-already-doing-for-agriculture-today-and-how-your-role-will-change-tomorrow\/\" 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https:\/\/icrop.com\/wp-content\/uploads\/2025\/07\/EN_Series-5.png 470w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/icrop.com\/en\/how-do-you-translate-observations-directly-into-action\/\" >\n\t\t\t\tHow do you translate observations directly into action?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/icrop.com\/en\/how-do-you-translate-observations-directly-into-action\/\" aria-label=\"Read more about How do you translate observations directly into action?\" tabindex=\"-1\" >\n\t\t\tRead more\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-12469 post type-post status-publish format-standard has-post-thumbnail hentry category-blog-en tag-knowledge-article-top-crop-part-4\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/icrop.com\/en\/case-study-how-do-growers-advisors-and-cooperatives-work-together-smartly\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/icrop.com\/wp-content\/uploads\/2025\/07\/EN_Series-4-300x169.png\" class=\"attachment-medium size-medium wp-image-12427\" alt=\"\" srcset=\"https:\/\/icrop.com\/wp-content\/uploads\/2025\/07\/EN_Series-4-300x169.png 300w, https:\/\/icrop.com\/wp-content\/uploads\/2025\/07\/EN_Series-4.png 470w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/icrop.com\/en\/case-study-how-do-growers-advisors-and-cooperatives-work-together-smartly\/\" >\n\t\t\t\tCase study: how do growers, advisors and cooperatives work together 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